# Image Grouping Tool
The current package contains tools for analysing big sets of images by leveraging CNN models as images descriptors. Currently the package contains a cli tool with the following commands:
```bash
image_grouping compute_features <path_to_image_folders>
```
The command above scans the appointed folder for PNG and JPEG images and generates a .pt file containing the features and image paths.
```bash
image_grouping apply_pca <path_to_features_file>
```
Applies the PCA algorithm for dimension reduction and stores it to a second file.
```bash
image_grouping cluster <path_to_features_file>
```
Clusterizes data and plots results.
for a more detailed list of params it is possible to use the *--help* command with each of these options.
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"description": "# Image Grouping Tool\n\nThe current package contains tools for analysing big sets of images by leveraging CNN models as images descriptors. Currently the package contains a cli tool with the following commands:\n\n```bash\nimage_grouping compute_features <path_to_image_folders>\n```\n\nThe command above scans the appointed folder for PNG and JPEG images and generates a .pt file containing the features and image paths.\n\n```bash\nimage_grouping apply_pca <path_to_features_file>\n```\n\nApplies the PCA algorithm for dimension reduction and stores it to a second file.\n\n```bash\nimage_grouping cluster <path_to_features_file>\n```\n\nClusterizes data and plots results.\n\nfor a more detailed list of params it is possible to use the *--help* command with each of these options.\n",
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